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Jun 19, 2022 at 6:38 comment added megaproba When $f \in H^1(0,1)$, using the integration by part proposed by ofer zeitouni in the comment above, you can solve the optimization problem $\omega$ by $\omega$ on the canonical space of the Brownian motion. The Wiener measure becomes an example amongst others.
Jun 18, 2022 at 14:27 comment added ofer zeitouni That's a different question. Note that if $f$ is differentiable, the stochastic integral becomes $B(1) f(1)-\int_0^1 f'(s) B_s ds$. If you put a constraint on (say) the $H^1$ norm, you can optimize, it is a standard optimization problem (but the final f will not be adapted).
Jun 18, 2022 at 3:04 comment added Zuofeng Shang Thanks for your excellent example. Motivated by your example, the infinite minimum is probably due to the discontinuity of f. If we require f being sufficiently smooth, shall the minimum exist? For example, if we require f being constant, the minimum is -(B_1-B_0)^2 achieved at f=B_1-B_0. I am not sure if it is possible to find a weakest smooth condition on f such that the minimum finitely exists.
Jun 17, 2022 at 10:33 history edited Nawaf Bou-Rabee CC BY-SA 4.0
fixed minor typos
Jun 17, 2022 at 8:49 history answered ofer zeitouni CC BY-SA 4.0